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Bayesian Inference and Online Experimental Design for Mapping Neural Microcircuits.

, , , and . NIPS, page 1304-1312. (2013)

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Integral equation methods for computing likelihoods and their derivatives in the stochastic integrate-and-fire model., , and . J. Comput. Neurosci., 24 (1): 69-79 (2008)Neural Permutation Processes., , and . AABI, volume 118 of Proceedings of Machine Learning Research, page 1-7. PMLR, (2019)Statistical encoding model for a primary motor cortical brain-machine interface., , , , , and . IEEE Trans. Biomed. Eng., 52 (7): 1312-1322 (2005)Blind demixing methods for recovering dense neuronal morphology from barcode imaging data., , , and . PLoS Comput. Biol., (2022)Multimodal Microscopy Image Alignment Using Spatial and Shape Information and a Branch-and-Bound Algorithm., , , , , and . ICASSP, page 1-5. IEEE, (2023)Disentangled Sticky Hierarchical Dirichlet Process Hidden Markov Model., , and . ECML/PKDD (1), volume 12457 of Lecture Notes in Computer Science, page 612-627. Springer, (2020)Maximum Likelihood Estimation of a Stochastic Integrate-and-Fire Neural Model., , and . NIPS, page 1311-1318. MIT Press, (2003)BehaveNet: nonlinear embedding and Bayesian neural decoding of behavioral videos., , , , , , , , , and 3 other author(s). NeurIPS, page 15680-15691. (2019)Reparameterizing the Birkhoff Polytope for Variational Permutation Inference., , , , and . AISTATS, volume 84 of Proceedings of Machine Learning Research, page 1618-1627. PMLR, (2018)EMG Prediction From Motor Cortical Recordings via a Nonnegative Point-Process Filter., , , , , and . IEEE Trans. Biomed. Eng., 59 (7): 1829-1838 (2012)